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vault/crossbreeds/mutation_584eef2d3385d1b2.json

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+{
+  "mutation_id": "584eef2d3385d1b2",
+  "pattern_id": "mullerian-mimicry:event-sourcing-snapshot-strategy",
+  "generation": "mutation-v1",
+  "source_domain": "evolutionary-biology",
+  "source_concept": "Mullerian Mimicry",
+  "target_domain": "data-architecture",
+  "target_pattern": "Event Sourcing Snapshot Strategy",
+  "bio_mechanism": "Multiple unpalatable species evolve similar warning signals. Shared signal strengthens avoidance learning in predators. Cooperative, not deceptive.",
+  "code_challenge": "When to take snapshots in an event-sourced system to bound replay time without losing event detail.",
+  "mapping": {
+    "species A": "Snapshot staleness",
+    "species B": "Storage overhead",
+    "warning signal": "Replay consistency",
+    "predator learning": "general: when to take snapshots in an event-sourced system to bound replay time without losing event detail.",
+    "convergent evolution": "general: when to take snapshots in an event-sourced system to bound replay time without losing event detail."
+  },
+  "application": "In Mullerian Mimicry, Multiple unpalatable species evolve similar warning signals. Shared signal strengthens avoidance learning in predators. Cooperative, not deceptive.. The key dynamic \u2014 Mutualistic convergence for shared benefit. \u2014 maps to the Event Sourcing Snapshot Strategy challenge: When to take snapshots in an event-sourced system to bound replay time without losing event detail.. Component mapping: species A \u2192 Snapshot staleness; species B \u2192 Storage overhead; warning signal \u2192 Replay consistency; predator learning \u2192 general: when to take snapshots in an event-sourced system to bound replay time without losing event detail.. Apply Mullerian Mimicry to Event Sourcing Snapshot Strategy by treating Snapshot staleness as the architectural primitive, with the Mutualistic convergence for shared benefit. guiding the runtime behavior.",
+  "quality": {
+    "total": 0.7689999999999999,
+    "coherence": 0.54,
+    "applicability": 1.0,
+    "novelty": 0.8,
+    "reasons": [
+      "coherence=0.54",
+      "applicability=1.00",
+      "novelty=0.80"
+    ],
+    "passed": true
+  },
+  "synthesized_at": "2026-05-08T23:43:06.818087+00:00",
+  "status": "candidate"
+}